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**White Circle** is
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We focus on three core areas:
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- An agent that stress-tests AI systems for jailbreaks, hallucinations, and off-policy behavior
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- Low-latency safeguards that block hallucinations and enforce custom company policies
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- An auto-patching layer that fixes vulnerabilities on the fly
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Learn more about us at [whitecircle.ai](https://whitecircle.ai?utm_source=huggingface&utm_medium=organic&utm_campaign=general&utm_content=profile)
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**White Circle** is an AI control layer for businesses, helping teams test, safeguard, monitor, and optimize their AI systems in real time. It combines automated red teaming, low-latency guardrails, and performance optimization into a single platform to ensure AI behaves safely and reliably.
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Learn more about us at [whitecircle.ai](https://whitecircle.ai?utm_source=huggingface&utm_medium=organic&utm_campaign=general&utm_content=profile)
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